library(labelled)
library(codebook)
library(tidyverse)
knitr::opts_chunk$set(
warning = FALSE, # show warnings during codebook generation
message = FALSE, # show messages during codebook generation
error = TRUE, # do not interrupt codebook generation in case of errors,
# usually makes debugging easier, and sometimes half a codebook
# is better than none
echo = FALSE # don't show the R code
)
ggplot2::theme_set(ggplot2::theme_bw())
Dataset name: vcs
The dataset has N=2241 rows and 21 columns. 969 rows have no missing values on any column.
Metadata for search engines
|
#Variables
Distribution of values for voice_id
0 missing values.
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| voice_id | numeric | 0 | 1 | 1 | 1121 | 2241 | 1121 | 647.0653 | ▇▇▇▇▇ | NA |
Distribution of values for dataset
0 missing values.
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| dataset | numeric | 0 | 1 | 1 | 4 | 11 | 4.531905 | 2.864653 | ▇▃▃▂▁ | NA |
Sex
Distribution of values for sex
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|
| sex | Sex | haven_labelled | 0 | 1 | -1 | -1 | 1 | -0.1726908 | 0.9851959 | 2 | ▇▁▁▁▁▁▁▆ |
| name | value |
|---|---|
| male | 1 |
| female | -1 |
Age
Distribution of values for age
137 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| age | Age | numeric | 137 | 0.9388666 | 18 | 23 | 56 | 24.452 | 6.138718 | ▇▂▁▁▁ |
Voice pitch
Distribution of values for f0
7 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| f0 | Voice pitch | numeric | 7 | 0.9968764 | -1.8 | 0.39 | 2.6 | 0 | 1 | ▇▂▇▆▁ |
Distribution of values for f1
4 missing values.
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| f1 | numeric | 4 | 0.9982151 | -2.2 | 0.043 | 6.3 | 0.0768794 | 0.933567 | ▃▇▁▁▁ | NA |
Distribution of values for f2
4 missing values.
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| f2 | numeric | 4 | 0.9982151 | -2.7 | 0.15 | 3.3 | 0.157386 | 0.6133858 | ▁▃▇▁▁ | NA |
Distribution of values for f3
4 missing values.
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| f3 | numeric | 4 | 0.9982151 | -2.3 | 0.17 | 3.2 | 0.0206923 | 0.9984842 | ▃▆▇▃▁ | NA |
Distribution of values for f4
4 missing values.
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| f4 | numeric | 4 | 0.9982151 | -2.8 | 0.23 | 4.5 | 0.0333869 | 0.999722 | ▂▆▇▁▁ | NA |
Formants
Distribution of values for pf
4 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| pf | Formants | numeric | 4 | 0.9982151 | -1.4 | 0.11 | 4 | 0.0720862 | 0.7185612 | ▆▇▃▁▁ |
Neuroticism
Distribution of values for neuro
802 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| neuro | Neuroticism | numeric | 802 | 0.6421241 | -2.4 | -0.076 | 2.6 | 0 | 1 | ▂▆▇▅▂ |
Extraversion
Distribution of values for extra
803 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| extra | Extraversion | numeric | 803 | 0.6416778 | -3.2 | 0.036 | 2.2 | 0 | 1 | ▁▃▇▇▃ |
Openness
Distribution of values for openn
802 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| openn | Openness | numeric | 802 | 0.6421241 | -4 | 0.072 | 2.1 | 0 | 1 | ▁▁▅▇▃ |
Agreeableness
Distribution of values for agree
802 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| agree | Agreeableness | numeric | 802 | 0.6421241 | -4.2 | 0.069 | 2.2 | 0 | 1 | ▁▁▅▇▃ |
Conscientiousness
Distribution of values for consc
802 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| consc | Conscientiousness | numeric | 802 | 0.6421241 | -3.6 | 0.084 | 2.2 | 0 | 1 | ▁▂▇▇▃ |
Dominance
Distribution of values for dominance
1256 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| dominance | Dominance | numeric | 1256 | 0.4395359 | -3.8 | 0.037 | 2.7 | 0 | 1 | ▁▂▇▇▂ |
Distribution of values for behavior
242 missing values.
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| behavior | numeric | 242 | 0.8920125 | -1.1 | -0.14 | 2.8 | 0 | 1 | ▇▃▃▂▁ | NA |
Distribution of values for attitude
239 missing values.
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| attitude | numeric | 239 | 0.8933512 | -2 | 0.13 | 1.4 | 0 | 1 | ▃▃▆▆▇ | NA |
Distribution of values for desire
238 missing values.
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| desire | numeric | 238 | 0.8937974 | -1.8 | 0.0041 | 2.2 | 0 | 1 | ▅▆▇▆▂ | NA |
Unrestricted sociosexuality
Distribution of values for soi_full
243 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| soi_full | Unrestricted sociosexuality | numeric | 243 | 0.8915663 | -2.2 | 0.0072 | 2.7 | 0 | 1 | ▃▆▇▅▁ |
Distribution of values for sex_c
0 missing values.
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| sex_c | numeric | 0 | 1 | -1 | -1 | 1 | -0.1726908 | 0.9851959 | ▇▁▁▁▆ | NA |
JSON-LD metadata
The following JSON-LD can be found by search engines, if you share this codebook publicly on the web.
{
"name": "vcs",
"datePublished": "2020-06-26",
"description": "The dataset has N=2241 rows and 21 columns.\n969 rows have no missing values on any column.\n\n\n## Table of variables\nThis table contains variable names, labels, and number of missing values.\nSee the complete codebook for more.\n\n|name |label | n_missing|\n|:---------|:---------------------------|---------:|\n|voice_id |NA | 0|\n|dataset |NA | 0|\n|sex |Sex | 0|\n|age |Age | 137|\n|f0 |Voice pitch | 7|\n|f1 |NA | 4|\n|f2 |NA | 4|\n|f3 |NA | 4|\n|f4 |NA | 4|\n|pf |Formants | 4|\n|neuro |Neuroticism | 802|\n|extra |Extraversion | 803|\n|openn |Openness | 802|\n|agree |Agreeableness | 802|\n|consc |Conscientiousness | 802|\n|dominance |Dominance | 1256|\n|behavior |NA | 242|\n|attitude |NA | 239|\n|desire |NA | 238|\n|soi_full |Unrestricted sociosexuality | 243|\n|sex_c |NA | 0|\n\n### Note\nThis dataset was automatically described using the [codebook R package](https://rubenarslan.github.io/codebook/) (version 0.9.3).",
"keywords": ["voice_id", "dataset", "sex", "age", "f0", "f1", "f2", "f3", "f4", "pf", "neuro", "extra", "openn", "agree", "consc", "dominance", "behavior", "attitude", "desire", "soi_full", "sex_c"],
"@context": "http://schema.org/",
"@type": "Dataset",
"variableMeasured": [
{
"name": "voice_id",
"@type": "propertyValue"
},
{
"name": "dataset",
"@type": "propertyValue"
},
{
"name": "sex",
"description": "Sex",
"value": "1. male,\n-1. female",
"maxValue": 1,
"minValue": -1,
"@type": "propertyValue"
},
{
"name": "age",
"description": "Age",
"@type": "propertyValue"
},
{
"name": "f0",
"description": "Voice pitch",
"@type": "propertyValue"
},
{
"name": "f1",
"@type": "propertyValue"
},
{
"name": "f2",
"@type": "propertyValue"
},
{
"name": "f3",
"@type": "propertyValue"
},
{
"name": "f4",
"@type": "propertyValue"
},
{
"name": "pf",
"description": "Formants",
"@type": "propertyValue"
},
{
"name": "neuro",
"description": "Neuroticism",
"@type": "propertyValue"
},
{
"name": "extra",
"description": "Extraversion",
"@type": "propertyValue"
},
{
"name": "openn",
"description": "Openness",
"@type": "propertyValue"
},
{
"name": "agree",
"description": "Agreeableness",
"@type": "propertyValue"
},
{
"name": "consc",
"description": "Conscientiousness",
"@type": "propertyValue"
},
{
"name": "dominance",
"description": "Dominance",
"@type": "propertyValue"
},
{
"name": "behavior",
"@type": "propertyValue"
},
{
"name": "attitude",
"@type": "propertyValue"
},
{
"name": "desire",
"@type": "propertyValue"
},
{
"name": "soi_full",
"description": "Unrestricted sociosexuality",
"@type": "propertyValue"
},
{
"name": "sex_c",
"@type": "propertyValue"
}
]
}`
## Warning: This plot can't be further modified with `ggplot2` functions.
## In case you want a `ggplot` object, set `marginal = FALSE`.
## Warning: This plot can't be further modified with `ggplot2` functions.
## In case you want a `ggplot` object, set `marginal = FALSE`.
## Warning: This plot can't be further modified with `ggplot2` functions.
## In case you want a `ggplot` object, set `marginal = FALSE`.
## Warning: This plot can't be further modified with `ggplot2` functions.
## In case you want a `ggplot` object, set `marginal = FALSE`.
## Warning: This plot can't be further modified with `ggplot2` functions.
## In case you want a `ggplot` object, set `marginal = FALSE`.
## Warning: This plot can't be further modified with `ggplot2` functions.
## In case you want a `ggplot` object, set `marginal = FALSE`.
## Warning: This plot can't be further modified with `ggplot2` functions.
## In case you want a `ggplot` object, set `marginal = FALSE`.
## Warning: This plot can't be further modified with `ggplot2` functions.
## In case you want a `ggplot` object, set `marginal = FALSE`.
## Warning: This plot can't be further modified with `ggplot2` functions.
## In case you want a `ggplot` object, set `marginal = FALSE`.
## Warning: This plot can't be further modified with `ggplot2` functions.
## In case you want a `ggplot` object, set `marginal = FALSE`.
## sex_c age pf f0 f1 f2 f3 f4
## sex_c 1.00 0.20 -0.78 -0.93 -0.25 -0.64 -0.80 -0.82
## age 0.20 1.00 -0.04 -0.23 0.06 0.00 -0.08 -0.08
## pf -0.78 -0.04 1.00 0.74 0.61 0.80 0.92 0.90
## f0 -0.93 -0.23 0.74 1.00 0.25 0.60 0.76 0.77
## f1 -0.25 0.06 0.61 0.25 1.00 0.27 0.35 0.30
## f2 -0.64 0.00 0.80 0.60 0.27 1.00 0.73 0.70
## f3 -0.80 -0.08 0.92 0.76 0.35 0.73 1.00 0.86
## f4 -0.82 -0.08 0.90 0.77 0.30 0.70 0.86 1.00
## sex_c age neuro extra openn agree consc dominance behavior attitude
## sex_c 1.00 0.20 -0.25 -0.07 -0.02 -0.10 -0.10 -0.03 -0.01 0.19
## age 0.20 1.00 -0.12 -0.04 0.05 0.09 0.15 -0.13 0.29 0.03
## neuro -0.25 -0.12 1.00 -0.24 -0.04 -0.19 -0.25 -0.33 -0.09 -0.08
## extra -0.07 -0.04 -0.24 1.00 0.28 0.16 0.24 0.51 0.21 0.07
## openn -0.02 0.05 -0.04 0.28 1.00 0.07 0.11 0.11 0.05 0.02
## agree -0.10 0.09 -0.19 0.16 0.07 1.00 0.25 -0.22 0.01 -0.10
## consc -0.10 0.15 -0.25 0.24 0.11 0.25 1.00 0.20 0.05 -0.14
## dominance -0.03 -0.13 -0.33 0.51 0.11 -0.22 0.20 1.00 0.13 0.13
## behavior -0.01 0.29 -0.09 0.21 0.05 0.01 0.05 0.13 1.00 0.47
## attitude 0.19 0.03 -0.08 0.07 0.02 -0.10 -0.14 0.13 0.47 1.00
## desire 0.31 0.09 -0.07 0.05 0.06 -0.05 -0.09 0.02 0.31 0.41
## soi_full 0.21 0.17 -0.10 0.15 0.06 -0.06 -0.08 0.13 0.76 0.83
## desire soi_full
## sex_c 0.31 0.21
## age 0.09 0.17
## neuro -0.07 -0.10
## extra 0.05 0.15
## openn 0.06 0.06
## agree -0.05 -0.06
## consc -0.09 -0.08
## dominance 0.02 0.13
## behavior 0.31 0.76
## attitude 0.41 0.83
## desire 1.00 0.73
## soi_full 0.73 1.00
## sex_c age f0 f1 f2 f3 f4 pf neuro extra openn
## sex_c 1.00 0.20 -0.93 -0.25 -0.64 -0.80 -0.82 -0.78 -0.25 -0.07 -0.02
## age 0.20 1.00 -0.23 0.06 0.00 -0.08 -0.08 -0.04 -0.12 -0.04 0.05
## f0 -0.93 -0.23 1.00 0.25 0.60 0.76 0.77 0.74 0.27 0.03 -0.02
## f1 -0.25 0.06 0.25 1.00 0.27 0.35 0.30 0.61 -0.02 0.07 0.05
## f2 -0.64 0.00 0.60 0.27 1.00 0.73 0.70 0.80 0.13 0.06 0.02
## f3 -0.80 -0.08 0.76 0.35 0.73 1.00 0.86 0.92 0.16 0.09 0.05
## f4 -0.82 -0.08 0.77 0.30 0.70 0.86 1.00 0.90 0.19 0.08 0.02
## pf -0.78 -0.04 0.74 0.61 0.80 0.92 0.90 1.00 0.15 0.10 0.04
## neuro -0.25 -0.12 0.27 -0.02 0.13 0.16 0.19 0.15 1.00 -0.24 -0.04
## extra -0.07 -0.04 0.03 0.07 0.06 0.09 0.08 0.10 -0.24 1.00 0.28
## openn -0.02 0.05 -0.02 0.05 0.02 0.05 0.02 0.04 -0.04 0.28 1.00
## agree -0.10 0.09 0.07 -0.04 0.10 0.15 0.11 0.10 -0.19 0.16 0.07
## consc -0.10 0.15 0.05 0.04 0.13 0.15 0.12 0.14 -0.25 0.24 0.11
## dominance -0.03 -0.13 0.01 -0.02 -0.04 -0.03 -0.01 -0.03 -0.33 0.51 0.11
## behavior -0.01 0.29 -0.03 -0.01 0.05 0.03 0.03 0.03 -0.09 0.21 0.05
## attitude 0.19 0.03 -0.19 -0.11 -0.19 -0.18 -0.16 -0.19 -0.08 0.07 0.02
## desire 0.31 0.09 -0.31 -0.10 -0.23 -0.23 -0.25 -0.25 -0.07 0.05 0.06
## soi_full 0.21 0.17 -0.23 -0.09 -0.16 -0.16 -0.16 -0.18 -0.10 0.15 0.06
## agree consc dominance behavior attitude desire soi_full
## sex_c -0.10 -0.10 -0.03 -0.01 0.19 0.31 0.21
## age 0.09 0.15 -0.13 0.29 0.03 0.09 0.17
## f0 0.07 0.05 0.01 -0.03 -0.19 -0.31 -0.23
## f1 -0.04 0.04 -0.02 -0.01 -0.11 -0.10 -0.09
## f2 0.10 0.13 -0.04 0.05 -0.19 -0.23 -0.16
## f3 0.15 0.15 -0.03 0.03 -0.18 -0.23 -0.16
## f4 0.11 0.12 -0.01 0.03 -0.16 -0.25 -0.16
## pf 0.10 0.14 -0.03 0.03 -0.19 -0.25 -0.18
## neuro -0.19 -0.25 -0.33 -0.09 -0.08 -0.07 -0.10
## extra 0.16 0.24 0.51 0.21 0.07 0.05 0.15
## openn 0.07 0.11 0.11 0.05 0.02 0.06 0.06
## agree 1.00 0.25 -0.22 0.01 -0.10 -0.05 -0.06
## consc 0.25 1.00 0.20 0.05 -0.14 -0.09 -0.08
## dominance -0.22 0.20 1.00 0.13 0.13 0.02 0.13
## behavior 0.01 0.05 0.13 1.00 0.47 0.31 0.76
## attitude -0.10 -0.14 0.13 0.47 1.00 0.41 0.83
## desire -0.05 -0.09 0.02 0.31 0.41 1.00 0.73
## soi_full -0.06 -0.08 0.13 0.76 0.83 0.73 1.00